Update dino_processor.py

dino_processor.py

@@ -18,7 +18,7 @@ import vision_transformer as vits
 
 # --- Helper functions (with your new parameters) ---
 
-def extract_frames(video_path, output_dir, fps=5): # OPTIMIZATION: Reduced FPS
+def extract_frames(video_path, output_dir, fps=4): # OPTIMIZATION: Reduced FPS
     frames_dir = os.path.join(output_dir, "frames")
     os.makedirs(frames_dir, exist_ok=True)
     cap = cv2.VideoCapture(video_path)
@@ -60,7 +60,7 @@ def compute_embeddings(frame_paths, model, device, batch_size=32):
         embeddings.append(batch_embeddings.cpu().numpy())
     return np.concatenate(embeddings, axis=0), frame_names
 
-def select_representative_frames(embeddings, frame_names, n_clusters=3, pca_dim=32): # OPTIMIZATION: Reduced clusters
+def select_representative_frames(embeddings, frame_names, n_clusters=3, pca_dim=12): # OPTIMIZATION: Reduced clusters
     n_clusters = min(n_clusters, len(frame_names))
     if n_clusters == 0: return []